public void saveDynamicUserProfiles(ElicitationSession session, List<UserProfile> userProfiles)
{
foreach (UserProfile user in userProfiles)
{
_csvExport.AddRow();
_csvExport["SessionID"] = session.sessionID;
_csvExport["Start Time"] = session.startTime;
_csvExport["End Time"] = session.endTime;
_csvExport["User ID"] = user.userID;
_csvExport["Is User Sleeping"] = user.userSleeping;
_csvExport["Is User Distracted"] = user.userDistracted;
}
}
public void saveStaticUserProfiles(ElicitationSession session, List<UserProfile> userProfiles)
{
foreach (UserProfile user in userProfiles)
{
_csvExport.AddRow();
_csvExport["SessionID"] = session.sessionID;
_csvExport["Start Time"] = session.startTime;
_csvExport["End Time"] = session.endTime;
_csvExport["# of Users"] = userProfiles.Count;
_csvExport["User ID"] = user.userID;
_csvExport["Gender"] = user.gender;
_csvExport["Is Child"] = user.userIsChild;
}
}
private void OnAllFramesReady(object sender, AllFramesReadyEventArgs allFramesReadyEventArgs)
{
sessionEndTime = DateTime.Now;
if (sessionEndTime.Subtract(sessionStartTime).TotalSeconds > sessionLength)
{
//publish data for the session
session.startTime = sessionStartTime;
session.endTime = sessionEndTime;
this.dynamicRC.saveDynamicUserProfiles(session, new List<UserProfile>(userProfiles.Values));
this.staticRC.saveStaticUserProfiles(session, new List<UserProfile>(userProfiles.Values));
if (contentCounter == 3)
{
this.dynamicRC.ExportToFile("DynamicData_" + DateTime.Now.ToString("dd_MM_yyyy_hh_mm_ss") + ".csv");
this.staticRC.ExportToFile("StaticData_" + DateTime.Now.ToString("dd_MM_yyyy_hh_mm_ss") + ".csv");
dynamicRC = new ResultCreator();
staticRC = new ResultCreator();
contentCounter = 0;
}
//clear old variables
userProfiles = null;
userTrackStatus = null;
totalDistractiony = new Dictionary<int, float>();
userTrackStatus = new Dictionary<int, Boolean>();
userProfiles = new Dictionary<int, UserProfile>();
rotationOldy = new Dictionary<int, float>();
headSD = new Dictionary<int, double>();
headSDDataset = new Dictionary<int, List<float>>();
//start new session
session = null;
sessionStartTime = sessionEndTime;
genderdetectionCount = 0;
}
else
{
//assign current data to the session
List<UserProfile> sessionUsers;
sessionUsers = new List<UserProfile>();
if (session == null)
{
contentCounter++;
//foreach (var item in userProfiles.Values)
//{
// sessionUsers.Add(item);
//}
//session = new ElicitationSession(sessionUsers, contentCounter);
session = new ElicitationSession();
}
foreach (var item in userProfiles.Values)
{
sessionUsers.Add(item);
}
session.setUsers(sessionUsers);
}
ColorImageFrame colorImageFrame = null;
DepthImageFrame depthImageFrame = null;
SkeletonFrame skeletonFrame = null;
try
{
colorImageFrame = allFramesReadyEventArgs.OpenColorImageFrame();
depthImageFrame = allFramesReadyEventArgs.OpenDepthImageFrame();
skeletonFrame = allFramesReadyEventArgs.OpenSkeletonFrame();
if (colorImageFrame == null || depthImageFrame == null || skeletonFrame == null)
{
return;
}
// Check for image format changes. The FaceTracker doesn't
// deal with that so we need to reset.
if (this.depthImageFormat != depthImageFrame.Format)
{
this.ResetFaceTracking();
this.depthImage = null;
this.depthImageFormat = depthImageFrame.Format;
}
if (this.colorImageFormat != colorImageFrame.Format)
{
this.ResetFaceTracking();
this.colorImage = null;
this.colorImageFormat = colorImageFrame.Format;
}
// Create any buffers to store copies of the data we work with
if (this.depthImage == null)
{
this.depthImage = new short[depthImageFrame.PixelDataLength];
}
if (this.colorImage == null)
{
this.colorImage = new byte[colorImageFrame.PixelDataLength];
}
// Get the skeleton information
if (this.skeletonData == null || this.skeletonData.Length != skeletonFrame.SkeletonArrayLength)
{
this.skeletonData = new Skeleton[skeletonFrame.SkeletonArrayLength];
}
colorImageFrame.CopyPixelDataTo(this.colorImage);
depthImageFrame.CopyPixelDataTo(this.depthImage);
skeletonFrame.CopySkeletonDataTo(this.skeletonData);
if (!this.Kinect.SkeletonStream.AppChoosesSkeletons)
{
//this.Kinect.SkeletonStream.AppChoosesSkeletons = true; // Ensure AppChoosesSkeletons is set
}
//int count = 0;
//foreach (Skeleton skeleton in this.skeletonData)
//{
// if (skeleton.TrackingState == SkeletonTrackingState.Tracked
// || skeleton.TrackingState == SkeletonTrackingState.PositionOnly)
// {
// count++;
// }
//}
//if (count > 2)
//{
// count++;
//}
foreach (Skeleton skeleton in this.skeletonData)
{
if (skeleton.TrackingState == SkeletonTrackingState.Tracked
|| skeleton.TrackingState == SkeletonTrackingState.PositionOnly)
{
if (!userProfiles.ContainsKey(skeleton.TrackingId))
{
UserProfile user = new UserProfile();
userProfiles.Add(skeleton.TrackingId, user);
user.userID = skeleton.TrackingId;
userTrackStatus.Add(skeleton.TrackingId, false);
totalDistractiony.Add(skeleton.TrackingId, 0);
rotationOldy.Add(skeleton.TrackingId, 0);
headSD.Add(skeleton.TrackingId, 0);
headSDDataset.Add(skeleton.TrackingId, new List<float>());
}
if (!childDetected.ContainsKey(skeleton.TrackingId))
{
childDetected.Add(skeleton.TrackingId, true);
}
}
}
foreach (int userID in userProfiles.Keys)
{
Skeleton skeleton = getSkeletonForID(userID, skeletonData);
Boolean tempBool = userTrackStatus[userID];
// Boolean tempBool = userTrackStatus.TryGetValue(userID, out tempBool);
/*if (skeleton.TrackingState != SkeletonTrackingState.Tracked && !tempBool)
{
this.Kinect.SkeletonStream.ChooseSkeletons(userID);
userTrackStatus.Remove(userID);
userTrackStatus.Add(skeleton.TrackingId, true);
break;
}
userTrackStatus.Remove(userID);
userTrackStatus.Add(skeleton.TrackingId, false);*/
if (skeleton != null)
{
if (skeleton.TrackingState == SkeletonTrackingState.Tracked)
{
userTrackStatus[skeleton.TrackingId] = true;
//Debug.WriteLine("tracked Skeleton Id:" + skeleton.TrackingId);
// We want keep a record of any skeleton, tracked or untracked.
if (!this.trackedSkeletons.ContainsKey(skeleton.TrackingId))
{
this.trackedSkeletons.Add(skeleton.TrackingId, new SkeletonFaceTracker());
}
////Sleeper Detection/*
if (!skeletonPositions.ContainsKey(skeleton.TrackingId))
{
if (skeleton.Joints[JointType.ShoulderLeft].TrackingState == JointTrackingState.Tracked & skeleton.Joints[JointType.ShoulderRight].TrackingState == JointTrackingState.Tracked
& skeleton.Joints[JointType.Head].TrackingState == JointTrackingState.Tracked & skeleton.Joints[JointType.HandLeft].TrackingState == JointTrackingState.Tracked
& skeleton.Joints[JointType.HandRight].TrackingState == JointTrackingState.Tracked)
{
skeletonPositions.Add(skeleton.TrackingId, new SkeletonPosition(skeleton, Kinect));
}
}
else
{
if (skeletonPositions[skeleton.TrackingId].timeElapsed().TotalSeconds > sessionLength / 2)
{
if (skeleton.Joints[JointType.ShoulderLeft].TrackingState != JointTrackingState.NotTracked
& skeleton.Joints[JointType.ShoulderRight].TrackingState != JointTrackingState.NotTracked
& skeleton.Joints[JointType.Head].TrackingState != JointTrackingState.NotTracked
& skeleton.Joints[JointType.HandLeft].TrackingState != JointTrackingState.NotTracked
& skeleton.Joints[JointType.HandRight].TrackingState != JointTrackingState.NotTracked)
{
userProfiles[skeleton.TrackingId].userSleeping = skeletonPositions[skeleton.TrackingId].userSleeping(new SkeletonPosition(skeleton, Kinect));
skeletonPositions[skeleton.TrackingId] = new SkeletonPosition(skeleton, Kinect);
}
}
}
//gender detection
if (DateTime.Now.Subtract(sessionStartTime).TotalSeconds >= sessionLength / 5 * genderdetectionCount && genderdetectionCount < 5)
{
genderdetectionCount++;
int gender = genderDetector.detectThroughKinect(Kinect, colorImageFrame, skeleton);
UserProfile user = userProfiles[skeleton.TrackingId];
if (gender == 0)
user.gender = "Male";
else if (gender == 1)
user.gender = "Female";
else
user.gender = "Unknown";
}
//child detection
/*UserProfile tempUserProfile = new UserProfile();
userProfiles.TryGetValue(skeleton.TrackingId, out tempUserProfile);
tempUserProfile.userIsChild = childDetector.ChildOrNot(skeleton);*/
if (childDetected[skeleton.TrackingId])
{
userProfiles[skeleton.TrackingId].userIsChild = childDetector.ChildOrNot(skeleton);
if (!userProfiles[skeleton.TrackingId].userIsChild)
{
childDetected[skeleton.TrackingId] = false;
}
}
else
{
userProfiles[skeleton.TrackingId].userIsChild = false;
}
// Give each tracker the upated frame.
SkeletonFaceTracker skeletonFaceTracker;
if (this.trackedSkeletons.TryGetValue(skeleton.TrackingId, out skeletonFaceTracker))
{
skeletonFaceTracker.OnFrameReady(this.Kinect, colorImageFormat, colorImage, depthImageFormat, depthImage, skeleton);
skeletonFaceTracker.LastTrackedFrame = skeletonFrame.FrameNumber;
if (skeletonFaceTracker.faceTracked)
{
if (Math.Abs(skeletonFaceTracker.rotationNew - rotationOldy[skeleton.TrackingId]) > 1.5)
{
/* totalDistractiony[skeleton.TrackingId] = totalDistractiony[skeleton.TrackingId] + Math.Abs(skeletonFaceTracker.rotationNew - rotationOldy[skeleton.TrackingId]);
rotationOldy[skeleton.TrackingId] = skeletonFaceTracker.rotationNew;
skeletonFaceTracker.faceTracked = false;*/
//totalDistractiony = skeletonFaceTracker.rotationNew;
headSDDataset[skeleton.TrackingId].Add(Math.Abs(skeletonFaceTracker.rotationNew
- rotationOldy[skeleton.TrackingId]));
headSD[skeleton.TrackingId] = CalculateSD(headSDDataset[skeleton.TrackingId]);
rotationOldy[skeleton.TrackingId] = skeletonFaceTracker.rotationNew;
skeletonFaceTracker.faceTracked = false;
}
currentTime = DateTime.Now;
if (currentTime.Subtract(startTime).TotalSeconds > sessionLength / 2)
{
//Debug.WriteLine("Head SD :" + headSD[skeleton.TrackingId]);
if (userProfiles.ContainsKey(skeleton.TrackingId) && headSD[skeleton.TrackingId] > 5)
{
/*userDistractionStatus.Remove(skeleton.TrackingId);
userDistractionStatus.Add(skeleton.TrackingId, true);
UserProfile tempUser = new UserProfile();
userProfiles.TryGetValue(skeleton.TrackingId, out tempUser);
tempUser.userDistracted = true;*/
userProfiles[skeleton.TrackingId].userDistracted = true;
}
startTime = currentTime;
}
}
}
}
}
}
this.RemoveOldTrackers(skeletonFrame.FrameNumber);
this.InvalidateVisual();
}
finally
{
if (colorImageFrame != null)
{
colorImageFrame.Dispose();
}
if (depthImageFrame != null)
{
depthImageFrame.Dispose();
}
if (skeletonFrame != null)
{
skeletonFrame.Dispose();
}
bool allDone = true;
foreach (var userID in userTrackStatus.Keys)
{
bool temp = userTrackStatus[userID];
// userTrackStatus.TryGetValue(userID, out temp);
if (!temp)
{
allDone = false;
break;
}
}
if (allDone)
{
List<int> userIDList = new List<int>(userTrackStatus.Keys);
foreach (var userID in userIDList)
{
userTrackStatus[userID] = false;
}
int tempUserID = 0;
foreach (var userID in userTrackStatus.Keys)
{
bool temp = userTrackStatus[userID];
//userTrackStatus.TryGetValue(userID, out temp);
if (!temp)
{
this.Kinect.SkeletonStream.ChooseSkeletons(userID);
tempUserID = userID;
break;
}
}
userTrackStatus[tempUserID] = true;
}
else
{
int tempUserID = 0;
foreach (var userID in userTrackStatus.Keys)
{
bool temp = userTrackStatus[userID];
//userTrackStatus.TryGetValue(userID, out temp);
if (!temp)
{
this.Kinect.SkeletonStream.ChooseSkeletons(userID);
tempUserID = userID;
break;
}
}
userTrackStatus[tempUserID] = true;
}
/* if (trackingModeSwitch)
{
this.Kinect.SkeletonStream.TrackingMode = SkeletonTrackingMode.Seated;
trackingModeSwitch = false;
}
else
{
this.Kinect.SkeletonStream.TrackingMode = SkeletonTrackingMode.Default;
trackingModeSwitch = true;
}*/
}
}